Often, singletons are used to introduce some kind of global state to an application. (More often than really necessary, to be honest, but that's a topic for another time.)
However, there are a few corner cases where even a stateless singleton can be useful:
lock or the Java synchronized statement.Toolkit.getDefaultToolkit() method in Java will return a singleton whose exact type is system dependent.DBNull.Value in C#.I could see a case for a stateless singleton being used instead of a static methods class, namely for Dependency Injection.
If you have a helper class of utility functions that you're using directly, it creates a hidden dependency; you have no control over who can use it, or where. Injecting that same helper class via a stateless singleton instance lets you control where and how it's being used, and replace it / mock it / etc. when you need to.
Making it a singleton instance simply ensures that you're not allocating any more objects of the type than necessary (since you only ever need one).